The present invention is directed to a novel user interface for displaying event-based data with visual rendering of the chronological arrangement and relationship among various event. The disclosed user interface utilizes a scroll feature for traversing along a time axis with various network related messages and events displayed as panels views along the scroll range. The described user interface framework enables visual displaying of event-based data in an intuitive format that may be rendered across small and large display sizes. The disclosed technology further provides for a depiction of dependencies, cause and effect relationships, data flow, event attributes and chronological ordering in a same view.